Yu Huang

Design of Mobile Learning System for Courses of Computer Science and Technology

2019 · Journal of Physics Conference Series

Abstract In recent years, mobile learning system is increasingly applied in colleges and universities due to its promising capability. This paper proposed a design of mobile learning system for courses of computer science and technology. …

Neurological divide

2020

Software engineering involves writing new code or editing existing code. Recent efforts have investigated the neural processes associated with reading and comprehending code --- however, we lack a thorough understanding of the human cognitive processes …

Provable Generalization of Overparameterized Meta-learning Trained with SGD

2022 · arXiv (Cornell University)

Despite the superior empirical success of deep meta-learning, theoretical understanding of overparameterized meta-learning is still limited. This paper studies the generalization of a widely used meta-learning approach, Model-Agnostic Meta-Learning (MAML), which aims to find a …

Pre-Training Representations of Binary Code Using Contrastive Learning

2023

<p>Binary code analysis and comprehension is critical to applications in reverse engineering and computer security tasks where source code is not available. Unfortunately, unlike source code, binary code lacks semantics and is more difficult for …

Receptive Field-Based All-Optical Spiking Neural Network for Image Processing

2023 · IEEE Journal of Quantum Electronics

We report on a novel structure of a receptive field (RF)-based multi-layer all-optical neural network using a micropillar laser with a saturable absorber (SA) for image processing. From the perspective of biological vision, the realization …

Synergistic Attention-Guided Cascaded Graph Diffusion Model for Complementarity Determining Region Synthesis

2024 · IEEE Transactions on Neural Networks and Learning Systems

Complementarity determining region (CDR) is a specific region in antibody molecules that binds to antigens, where a small portion of residues undergoes particularly pronounced variations. Generating CDRs with high affinity and specificity is a pivotal …

Meta-synthesis of Task-based Learning Implementation in China: Impact and Challenge

2024 · English Education Journal

Task-based Learning (TBL) is a dynamic, student-centered approach where learners actively engage in guided learning tasks that mimic real-world scenarios. This hands-on experience encourages the practical application of language skills, fostering deeper understanding and retention. …

Token-guided multimodal prognosis in hepatocellular carcinoma: a framework steered by tumour–stroma ratio

2026 · Gut

BACKGROUND: The tumour-stroma ratio (TSR) is a potential prognostic indicator, yet hindered by quantification challenges and conflicting reports. OBJECTIVE: To determine whether TSR follows a non-linear prognostic pattern and to develop an artificial intelligence (AI)-powered …